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adversarial augmentation

27 papers

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Co-occurring keywords

data augmentation (3052) adversarial learning (1595) domain generalization (1522) out-of-domain detection (46) graph contrastive learning (112) self-supervised learning (3777) domain adaptation (4595) intent classification (372) adversarial attack (1621) cross-domain generalization (126)

Papers

Edge Self-Adversarial Augmentation Enhances Graph Contrastive Learning Against Neighborhood Inconsistency AAAI 2026
A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025
SCOUT: Semi-supervised Camouflaged Object Detection by Utilizing Text and Adaptive Data Selection IJCAI 2025
Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning AAAI 2025
Unified Adversarial Augmentation for Improving Palmprint Recognition ICCV 2025
Adversarial Contrastive Graph Augmentation with Counterfactual Regularization AAAI 2025
ViT-EnsembleAttack: Augmenting Ensemble Models for Stronger Adversarial Transferability in Vision Transformers ICCV 2025
Center-Aware Adversarial Augmentation for Single Domain Generalization WACV 2023
Improve Video Representation with Temporal Adversarial Augmentation IJCAI 2023
Edges to Shapes to Concepts: Adversarial Augmentation for Robust Vision CVPR 2023
BiasAdv: Bias-Adversarial Augmentation for Model Debiasing CVPR 2023
The Best Defense Is a Good Offense: Adversarial Augmentation Against Adversarial Attacks CVPR 2023
TeSLA: Test-Time Self-Learning With Automatic Adversarial Augmentation CVPR 2023
3D-VField: Adversarial Augmentation of Point Clouds for Domain Generalization in 3D Object Detection CVPR 2022
Precisely the Point: Adversarial Augmentations for Faithful and Informative Text Generation EMNLP 2022
Leveraging Expert Guided Adversarial Augmentation For Improving Generalization in Named Entity Recognition ACL 2022
Identity-Disentangled Adversarial Augmentation for Self-supervised Learning ICML 2022
Cross-Domain Few-Shot Classification via Adversarial Task Augmentation IJCAI 2021
Adversarial Graph Augmentation to Improve Graph Contrastive Learning NIPS 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning ACL 2021
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning IJCNLP 2021
Adversarially Adaptive Normalization for Single Domain Generalization CVPR 2021
Transformer-based Multi-Task Learning for Adverse Effect Mention Analysis in Tweets NAACL 2021
Adversarial Self-Supervised Learning for Out-of-Domain Detection NAACL 2021
AdvAug: Robust Adversarial Augmentation for Neural Machine Translation ACL 2020